{"id":"W2573087089","doi":"10.3899/jrheum.160682","title":"Antimelanoma Differentiation-associated Gene 5 Antibody: Expanding the Clinical Spectrum in North American Patients with Dermatomyositis","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatomyositis; Internal medicine; Interstitial lung disease; Gastroenterology; Muscle biopsy; Rash; Dermatology; Biopsy; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006907899,0.0001753777,0.0007786682,0.0001205788,0.00049479,0.00005719647,0.0004445774,0.00007354532,0.0000182806],"category_scores_gemma":[0.0002947032,0.00008759223,0.0001352326,0.0001394066,0.0005412283,0.0001653496,0.0000967025,0.0006254271,0.0000107358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005667077,"about_ca_system_score_gemma":0.000125178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002490619,"about_ca_topic_score_gemma":0.001222522,"domain_scores_codex":[0.9978959,0.0004255277,0.0008882742,0.0001191575,0.0003280639,0.0003430966],"domain_scores_gemma":[0.9969131,0.000380141,0.001924071,0.0004988612,0.000181115,0.0001027274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006621929,0.0001468674,0.9974124,0.00001263792,0.0002201648,0.0001184226,0.00049606,0.000004051536,0.00001148579,0.00002664782,0.0002308688,0.0006582146],"study_design_scores_gemma":[0.003603134,0.0005228119,0.9923654,0.0001491155,0.0001464826,0.002670752,0.0001658776,0.000111661,0.00008101836,0.00002773661,0.00004994255,0.000106127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963412,0.00007492056,0.0001556688,0.002776363,0.0003450998,0.0002216662,0.00000665259,0.00001113789,0.00006724668],"genre_scores_gemma":[0.9989796,0.0006160664,0.00007022949,0.0002600443,0.00003015781,0.000001664399,0.00001196412,0.00002235008,0.000007941064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005047046,"threshold_uncertainty_score":0.3805574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076350438289794,"score_gpt":0.2907427588309854,"score_spread":0.2799792544480875,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}